Basic Statistics

Raw Counts

Name Value
Rows 24,441,351
Columns 19
Discrete columns 17
Continuous columns 2
All missing columns 0
Missing observations 53,653,989
Complete Rows 884,940
Total observations 464,385,669
Memory allocation 3.5 Gb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 2 columns ignored with more than 100 categories.
## res_county: 1010 categories
## county_fips_code: 1495 categories

QQ Plot

## Warning: Removed 1248 rows containing non-finite values (stat_qq).
## Warning: Removed 1248 rows containing non-finite values (stat_qq_line).

Correlation Analysis

## 2 features with more than 100 categories ignored!
## res_county: 492 categories
## county_fips_code: 666 categories
## Warning in cor(x = structure(list(case_positive_specimen_interval = c(1, : the standard
## deviation is zero

Principal Component Analysis

## 2 features with more than 100 categories ignored!
## res_county: 492 categories
## county_fips_code: 666 categories
## Warning in plot_prcomp(data = structure(list(case_month = c("2020-08", "2021-01", : The following features are dropped due to zero variance:
##  * symptom_status_Symptomatic